{"id":"W4406579707","doi":"10.1016/s1541-9800(07)70168-0","title":"10.1016/s1541-9800(07)70168-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Business; Medical education; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002825572,0.0001561086,0.0001686811,0.00006924472,0.00007034266,0.00002099545,0.0002777123,0.000120913,0.9996644],"category_scores_gemma":[0.00002207753,0.000150185,0.00004448961,0.0001512201,0.00002158732,0.0000372078,0.00003713901,0.0001893447,0.9996064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000523142,"about_ca_system_score_gemma":0.00002045186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001901994,"about_ca_topic_score_gemma":1.846982e-8,"domain_scores_codex":[0.99873,0.00005601416,0.0002370235,0.0003302449,0.0001865013,0.000460211],"domain_scores_gemma":[0.9993554,0.00005313156,0.00003170106,0.0003234826,0.00001977976,0.0002165376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003950065,0.00003525835,3.041286e-7,0.000001923336,0.00002327378,0.000007454839,0.0001218135,0.000002891211,0.00001154975,0.000004795984,0.5712379,0.4285134],"study_design_scores_gemma":[0.0003225993,0.00007015461,0.0001351274,0.00002152776,0.00001060689,0.00001148295,0.000004103427,0.000003766473,0.00004931935,0.00001693453,0.9991522,0.0002021313],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001039922,0.0001050189,9.56143e-7,0.0004414135,0.00003133856,0.0001478827,0.000007338693,0.0001760275,0.9980501],"genre_scores_gemma":[0.0000940866,3.375007e-7,0.0001427007,0.0001258737,0.0003479492,0.00005734672,0.00001228448,0.00002783546,0.9991916],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4283113,"threshold_uncertainty_score":0.6124366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0130573008149375,"score_gpt":0.2356605743157433,"score_spread":0.2226032735008058,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}